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Volumn 21, Issue 4, 2010, Pages 633-643

Large-scale pattern storage and retrieval using generalized brain-state-in-a-box neural networks

Author keywords

Associative memory; Brain State in a Box (BSB); Image storage and retrieval; Neural networks; Pattern decomposition; Pattern sequence storage and retrieval

Indexed keywords

ASSOCIATIVE MEMORIES; BRAIN-STATE-IN-A-BOX; IMAGE STORAGE; IMAGE STORAGE AND RETRIEVAL; PATTERN DECOMPOSITION; PATTERN SEQUENCES; STORAGE AND RETRIEVALS;

EID: 77950865239     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2010.2040291     Document Type: Article
Times cited : (13)

References (37)
  • 1
    • 84965079049 scopus 로고    scopus 로고
    • Generalized Brain-State-in-a-Box based associative memory for correcting words and images
    • L. Wang, J. C. Rajapakse, K. Fukushima, S.-Y. Lee, and X.Yao, Eds., Nov. 18-22
    • R. D. Goyal and G. Nagaraja, "Generalized Brain-State-in-a-Box based associative memory for correcting words and images," in Proc. 9th Int. Conf. Neural Inf. Process.; Comput. Intell. E-Age, L. Wang, J. C. Rajapakse, K. Fukushima, S.-Y. Lee, and X.Yao, Eds., Nov. 18-22, 2002, pp. 291-295.
    • (2002) Proc. 9th Int. Conf. Neural Inf. Process.; Comput. Intell. E-Age , pp. 291-295
    • Goyal, R.D.1    Nagaraja, G.2
  • 2
    • 77950865049 scopus 로고    scopus 로고
    • Spoken digit recognition using generalized Brain- State-in-a-Box model
    • presented at the Warsaw, Poland, Jun. 16-19 paper ID: 264
    • K. Starczewski, "Spoken digit recognition using generalized Brain- State-in-a-Box model," presented at the Int. Conf. Power Electron. Intell. Control Energy Conservat., Warsaw, Poland, Jun. 16-19, 2005, paper ID: 264.
    • (2005) Int. Conf. Power Electron. Intell. Control Energy Conservat.
    • Starczewski, K.1
  • 3
    • 33947158789 scopus 로고    scopus 로고
    • Adaptive learning of fuzzy BSB and GBSB neural models
    • Nov.-Dec.
    • Y. V. Bodyanskiy and N. A. Teslenko, "Adaptive learning of fuzzy BSB and GBSB neural models," Cybern. Syst. Anal., vol.42, no.6, pp. 786-794, Nov.-Dec. 2006.
    • (2006) Cybern. Syst. Anal. , vol.42 , Issue.6 , pp. 786-794
    • Bodyanskiy, Y.V.1    Teslenko, N.A.2
  • 4
    • 0000747592 scopus 로고
    • Distinctive features, categorical perception, probability learning: Some applications of a neural model
    • J. A. Anderson and E. Rosenfeld, Eds. Cambridge, MA: The MIT Press, ch. 22
    • J. A. Anderson, J. W. Silverstein, S. A. Ritz, and R. S. Jones, "Distinctive features, categorical perception, probability learning: Some applications of a neural model," in Neurocomputing; Foundations of Research, J. A. Anderson and E. Rosenfeld, Eds. Cambridge, MA: The MIT Press, 1989, ch. 22, pp. 283-325.
    • (1989) Neuro Computing; Foundations of Research , pp. 283-325
    • Anderson, J.A.1    Silverstein, J.W.2    Ritz, S.A.3    Jones, R.S.4
  • 6
    • 0027629380 scopus 로고
    • Collective recall via the Brain-State-in-a-Box network
    • Jul.
    • A. Schultz, "Collective recall via the Brain-State-in-a-Box network," IEEE Trans. Neural Netw., vol.4, no.4, pp. 580-587, Jul. 1993.
    • (1993) IEEE Trans. Neural Netw. , vol.4 , Issue.4 , pp. 580-587
    • Schultz, A.1
  • 7
    • 0026624070 scopus 로고
    • Dynamical analysis of the Brain-State-in-a-Box (BSB) neural models
    • Jan.
    • S. Hui and S. H. Zak, "Dynamical analysis of the Brain-State-in-a-Box (BSB) neural models," IEEE Trans. Neural Netw., vol.3, no.1, pp. 86-94, Jan. 1992.
    • (1992) IEEE Trans. Neural Netw. , vol.3 , Issue.1 , pp. 86-94
    • Hui, S.1    Zak, S.H.2
  • 8
    • 38249001635 scopus 로고
    • Stability and optimization analyses of the generalized Brain-State-in-a-Box neural network model
    • R. M. Golden, "Stability and optimization analyses of the generalized Brain-State-in-a-Box neural network model," J. Math. Psychol., vol.37, no.2, pp. 282-298, 1993.
    • (1993) J. Math. Psychol. , vol.37 , Issue.2 , pp. 282-298
    • Golden, R.M.1
  • 10
    • 0028499118 scopus 로고
    • Synthesis of Brain-State-in-a-Box (BSB) based associative memories
    • Sep.
    • W. E. Lillo, D. C. Miller, S. Hui, and S. H. Zak, "Synthesis of Brain-State-in-a-Box (BSB) based associative memories," IEEE Trans. Neural Netw., vol.5, no.5, pp. 730-737, Sep. 1994.
    • (1994) IEEE Trans. Neural Netw. , vol.5 , Issue.5 , pp. 730-737
    • Lillo, W.E.1    Miller, D.C.2    Hui, S.3    Zak, S.H.4
  • 11
    • 0032688268 scopus 로고    scopus 로고
    • Design of GBSB neural associative memories using semidefinite programming
    • Jul.
    • J. Park, H. Cho, and D. Park, "Design of GBSB neural associative memories using semidefinite programming," IEEE Trans. Neural Netw., vol.10, no.4, pp. 946-950, Jul. 1999.
    • (1999) IEEE Trans. Neural Netw. , vol.10 , Issue.4 , pp. 946-950
    • Park, J.1    Cho, H.2    Park, D.3
  • 12
    • 0034199749 scopus 로고    scopus 로고
    • An optimization approach to design of generalized BSB neural associative memories
    • J. Park and Y. Park, "An optimization approach to design of generalized BSB neural associative memories," Neural Comput., vol.12, no.6, pp. 1449-1462, 2000.
    • (2000) Neural Comput , vol.12 , Issue.6 , pp. 1449-1462
    • Park, J.1    Park, Y.2
  • 13
    • 0034133810 scopus 로고    scopus 로고
    • On the synthesis of Brain-State-in-a-Box neural models with application to associative memory
    • Feb.
    • F. Sevrani and K. Abe, "On the synthesis of Brain-State-in-a-Box neural models with application to associative memory," Neural Comput., vol.12, no.2, pp. 451-472, Feb. 2000.
    • (2000) Neural Comput , vol.12 , Issue.2 , pp. 451-472
    • Sevrani, F.1    Abe, K.2
  • 14
    • 0000702922 scopus 로고
    • Sparse coding: The link between low level vision and associative memory
    • R. Eckmiller, G. Hartmann, and G. Hauske, Eds. Amsterdam, The Netherlands: North-Holland
    • C. Zetzsche, "Sparse coding: The link between low level vision and associative memory," in Parallel Processing in Neural Systems and Computers, R. Eckmiller, G. Hartmann, and G. Hauske, Eds. Amsterdam, The Netherlands: North-Holland, 1990, pp. 273-276.
    • (1990) Parallel Processing in Neural Systems and Computers , pp. 273-276
    • Zetzsche, C.1
  • 15
    • 0034801286 scopus 로고    scopus 로고
    • A two-level Hamming network for high performance associative memory
    • Nov.
    • N. Ikeda, P. Watta, M. Artiklar, and M. H. Hassoun, "A two-level Hamming network for high performance associative memory," Neural Netw., vol.14, no.9, pp. 1189-1200, Nov. 2001.
    • (2001) Neural Netw , vol.14 , Issue.9 , pp. 1189-1200
    • Ikeda, N.1    Watta, P.2    Artiklar, M.3    Hassoun, M.H.4
  • 16
    • 0034817794 scopus 로고    scopus 로고
    • Associative memory design using overlapping decompositions
    • Apr.
    • M. Akar and M. E. Sezer, "Associative memory design using overlapping decompositions," Automatica, vol.37, no.4, pp. 581-587, Apr. 2001.
    • (2001) Automatica , vol.37 , Issue.4 , pp. 581-587
    • Akar, M.1    Sezer, M.E.2
  • 18
    • 33746268208 scopus 로고    scopus 로고
    • Associative memory design using overlapping decomposition and generalized Brain-State-in-a-Box neural networks
    • Jun.
    • C. Oh and S. H. Zak, "Associative memory design using overlapping decomposition and generalized Brain-State-in-a-Box neural networks," Int. J. Neural Syst., vol.13, no.3, pp. 139-153, Jun. 2003.
    • (2003) Int. J. Neural Syst. , vol.13 , Issue.3 , pp. 139-153
    • Oh, C.1    Zak, S.H.2
  • 19
    • 32944465496 scopus 로고    scopus 로고
    • Autoassociative memory design using interconnected generalized Brain-State-in-a-Box neural networks
    • Jun.
    • C. Oh, S. H. Zak, and G. Zhai, "Autoassociative memory design using interconnected generalized Brain-State-in-a-Box neural networks," Int. J. Neural Syst., vol.15, no.3, pp. 181-196, Jun. 2005.
    • (2005) Int. J. Neural Syst. , vol.15 , Issue.3 , pp. 181-196
    • Oh, C.1    Zak, S.H.2    Zhai, G.3
  • 20
    • 0037507245 scopus 로고    scopus 로고
    • Neural associative memory storing gray-coded gray-scale images
    • May
    • G. Costantini, D. Casali, and R. Perfetti, "Neural associative memory storing gray-coded gray-scale images," IEEE Trans. Neural Netw., vol.14, no.3, pp. 703-707, May 2003.
    • (2003) IEEE Trans. Neural Netw. , vol.14 , Issue.3 , pp. 703-707
    • Costantini, G.1    Casali, D.2    Perfetti, R.3
  • 21
    • 33750098301 scopus 로고    scopus 로고
    • Improvements of complex-valued Hopfield associative memory by using generalized projection rules
    • Sep.
    • D.-L. Lee, "Improvements of complex-valued Hopfield associative memory by using generalized projection rules," IEEE Trans. Neural Netw., vol.17, no.5, pp. 1341-1347, Sep. 2006.
    • (2006) IEEE Trans. Neural Netw. , vol.17 , Issue.5 , pp. 1341-1347
    • Lee, D.-L.1
  • 22
    • 33947187414 scopus 로고    scopus 로고
    • Image recall using large scale generalized Brain- State-in-a-Box neural network
    • Mar.
    • C. Oh and S. H. Zak, "Image recall using large scale generalized Brain- State-in-a-Box neural network," Int. J. Appl. Math. Comput. Sci., vol.15, no.1, pp. 99-114, Mar. 2005.
    • (2005) Int. J. Appl. Math. Comput. Sci. , vol.15 , Issue.1 , pp. 99-114
    • Oh, C.1    Zak, S.H.2
  • 23
    • 33750096721 scopus 로고    scopus 로고
    • Associative memory design using support vector machines
    • Sep.
    • D. Casali, G. Costantini, R. Perfetti, and E. Ricci, "Associative memory design using support vector machines," IEEE Trans. Neural Netw., vol.17, no.5, pp. 1165-1174, Sep. 2006.
    • (2006) IEEE Trans. Neural Netw. , vol.17 , Issue.5 , pp. 1165-1174
    • Casali, D.1    Costantini, G.2    Perfetti, R.3    Ricci, E.4
  • 24
    • 0001553626 scopus 로고
    • Temporal association in asymmetric neural networks
    • Dec.
    • H. Sompolinsky and I. Kanter, "Temporal association in asymmetric neural networks," Phys. Rev. Lett., vol.57, no.22, pp. 2861-2864, Dec. 1986.
    • (1986) Phys. Rev. Lett. , vol.57 , Issue.22 , pp. 2861-2864
    • Sompolinsky, H.1    Kanter, I.2
  • 25
    • 0028539375 scopus 로고
    • Memorizing binary vector sequences by a sparsely encoded network
    • Nov.
    • Y. Baram, "Memorizing binary vector sequences by a sparsely encoded network," IEEE Trans. Neural Netw., vol.5, no.6, pp. 974-981, Nov. 1994.
    • (1994) IEEE Trans. Neural Netw. , vol.5 , Issue.6 , pp. 974-981
    • Baram, Y.1
  • 26
    • 0027148066 scopus 로고
    • Associative memory with nonmonotone dynamics
    • M. Morita, "Associative memory with nonmonotone dynamics," Neural Netw., vol.6, no.1, pp. 115-126, 1993.
    • (1993) Neural Netw , vol.6 , Issue.1 , pp. 115-126
    • Morita, M.1
  • 27
    • 0028757115 scopus 로고
    • Smooth recollection of a pattern sequence by nonmonotone analog neural networks
    • Jun. 27-Jul. 2
    • M. Morita, "Smooth recollection of a pattern sequence by nonmonotone analog neural networks," in Proc. IEEE Int. Conf. Neural Netw., Jun. 27-Jul. 2 1994, vol.2, pp. 1032-1037.
    • (1994) Proc. IEEE Int. Conf. Neural Netw. , vol.2 , pp. 1032-1037
    • Morita, M.1
  • 28
    • 0030296406 scopus 로고    scopus 로고
    • Memory and learning of sequential patterns by nonmonotone neural networks
    • Nov.
    • M. Morita, "Memory and learning of sequential patterns by nonmonotone neural networks," Neural Netw., vol.9, no.8, pp. 1477-1489, Nov. 1996.
    • (1996) Neural Netw , vol.9 , Issue.8 , pp. 1477-1489
    • Morita, M.1
  • 29
    • 0036505588 scopus 로고    scopus 로고
    • Pattern sequence recognition using a time-varying Hopfield network
    • Mar.
    • D.-L. Lee, "Pattern sequence recognition using a time-varying Hopfield network," IEEE Trans. Neural Netw., vol.13, no.2, pp. 330-342, Mar. 2002.
    • (2002) IEEE Trans. Neural Netw. , vol.13 , Issue.2 , pp. 330-342
    • Lee, D.-L.1
  • 30
    • 0001326868 scopus 로고
    • Collective computational properties of neural networks: New learning mechanisms
    • Nov.
    • L. Personnaz, I. Guyon, and G. Dreyfus, "Collective computational properties of neural networks: New learning mechanisms," Phys. Rev. A, vol.34, no.5, pp. 4217-4228, Nov. 1986.
    • (1986) Phys. Rev. A , vol.34 , Issue.5 , pp. 4217-4228
    • Personnaz, L.1    Guyon, I.2    Dreyfus, G.3
  • 31
    • 34247119163 scopus 로고
    • Storage and retrieval of complex sequences in neural networks
    • Dec.
    • I. Guyon, L. Personnaz, J. P. Nadal, and G. Dreyfus, "Storage and retrieval of complex sequences in neural networks," Phys. Rev. A, vol.38, no.12, pp. 6365-6372, Dec. 1988.
    • (1988) Phys. Rev. A , vol.38 , Issue.12 , pp. 6365-6372
    • Guyon, I.1    Personnaz, L.2    Nadal, J.P.3    Dreyfus, G.4
  • 32
    • 0030215981 scopus 로고    scopus 로고
    • DCBAM: A discrete chainable bidirectional associative memory
    • R. W. Zhou and C. Quek, "DCBAM: A discrete chainable bidirectional associative memory," Pattern Recognit. Lett., vol.17, pp. 985-999, 1996.
    • (1996) Pattern Recognit Lett , vol.17 , pp. 985-999
    • Zhou, R.W.1    Quek, C.2
  • 33
    • 0032180542 scopus 로고    scopus 로고
    • A discrete sequential bidirectional associative memory for multi step pattern recognition
    • D.-L. Lee, "A discrete sequential bidirectional associative memory for multistep pattern recognition," Pattern Recognit. Lett., vol.19, pp. 1087-1102, 1998.
    • (1998) Pattern Recognit Lett , vol.19 , pp. 1087-1102
    • Lee, D.-L.1
  • 34
    • 31944448982 scopus 로고    scopus 로고
    • Heteroassociations of spatio-temporal sequences with the bidirectional associative memory
    • Nov.
    • L. Wang, "Heteroassociations of spatio-temporal sequences with the bidirectional associative memory," IEEE Trans. Neural Netw., vol.11, no.6, pp. 1503-1505, Nov. 2000.
    • (2000) IEEE Trans. Neural Netw. , vol.11 , Issue.6 , pp. 1503-1505
    • Wang, L.1
  • 35


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.